PyRank

Hypothesis Testing Python Packages

Python packages with the GitHub topic hypothesis-testing. Sorted by relevance, with stars and monthly downloads.
statsmodels
statsmodels

Statsmodels: statistical modeling and econometrics in Python

36.7M 11K 3K
pandera-dev
pandera

A light-weight, flexible, and expressive statistical data testing library

8.9M 4K 397
neurodata
hyppo

Python package for multivariate hypothesis testing

154K 249 93
ywatanabe1989
scitex-stats

Publication-ready statistical testing with 23 tests, effect sizes, power analysis, and APA formatting

28K 0 0
erdogant
distfit

distfit is a python library for probability density fitting.

25K 415 34
democritus-project
d8s-hypothesis

Democritus functions for working with Hypothesis (https://hypothesis.readthedocs.io/en/latest/).

19K 0 1
AVoss84
bayesprop

Bayesian A/B Testing for Proportions

5K 1 0
SatelliteVu
satvu

Lightweight API Client SDK for interacting with SatVu's APIs

2K 2 0
dmarienko
qube2

Qube

1K 12 4
HardMax71
pydantic-neomodel-dict

Pydantic ↔ Neomodel OGM ↔ Python Dict Converter

1K 6 2
Kaleidophon
deepsig

Easy Significance Testing for Deep Neural Networks.

949 339 20
Snoopy1866
pystatpower

A Power Analysis and Sample Size Calculation Toolkit for Python

944 2 0
majianthu
copent

Estimating Copula Entropy (Mutual Information), Transfer Entropy (Conditional Mutual Information), and the statistics for multivariate normality test and two-sample test, and change point detection in Python

781 168 31
Alcampopiano
hypothesize

Robust statistics in Python

755 68 4
0todd0000
rft1d

'One-Dimensional Random Field Theory

516 3 3
estebanrucan
estyp

ESTYP: Extended Statistical Toolkit Library for Python

475 5 0
gabonavarroo
faultmap

Automatically discover where and why your LLM is failing — embedding-space clustering + statistical hypothesis testing to surface input slices with elevated failure rates and audit test suite coverage gaps.

376 1 0
statmlben
dnn-inference

Significance tests of feature relevance for a black-box learner

360 20 4
shenxiangzhuang
mppt

A Modern Python Package Template

353 34 2
neurodata
mgcpy

Python package for multivariate hypothesis testing

318 249 93
posterior
goftests

Generic goodness of fit tests for random plain old data

296 11 7
wavde
experiment-toolkit

Small, well-tested utilities for online controlled experiments: sample size, CUPED, sequential testing, delta-method variance.

281 0 0
lingfeiwang
normalisr

Causal inference, differential expression, and co-expression for scRNA-seq

248 21 4
democritus-project
democritus-hypothesis

Democritus functions for working with Hypothesis (https://hypothesis.readthedocs.io/en/latest/).

173 0 1